Run
177553

Run 177553

Task 7385 (Supervised Data Stream Classification) BNG(lymph,1000,10) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.6565
Per class
Confusion matrix
F measure
0.5769
Per class
Kappa
0.2002
KB relative information score
487066.8591
Mean absolute error
0.2373
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.5754
Per class
Predictive accuracy
0.5967
Prior entropy
2
Recall
0.5967
Per class
Relative absolute error
0.6328
Root mean prior squared error
0.433
Root mean squared error
0.3557
Root relative squared error
0.8215